Deep Unfolding of Chebyshev Accelerated Iterative Method for Massive MIMO Detection

The zero-forcing (ZF) and minimum mean square error (MMSE) based detectors can approach optimal performance in the uplink of massive multiple-input multiple-output (MIMO) systems. However, they require inverting a matrix whose complexity is cubic in relation to the matrix dimension. This can lead to...

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Bibliographic Details
Main Authors: Salah Berra, Sourav Chakraborty, Rui Dinis, Shahriar Shahabuddin
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10132441/